boto3 dynamodb, create table

create_table.py

import boto3


"""
very slow
docker run -d -p 8000:8000 deangiberson/aws-dynamodb-local

very fast
docker run -d -p 8000:8000 dwmkerr/dynamodb -inMemory
"""
table_wcu = 2000
table_rcu = 2000
index_wcu = 3000
index_rcu = 2000
table_name = 'localtable'

dynamodb = boto3.resource('dynamodb', endpoint_url="http://127.0.0.1:8000")
dynamodb.create_table(TableName=table_name, KeySchema=[{'AttributeName': '_id', 'KeyType': 'HASH'}],
                      ProvisionedThroughput={'ReadCapacityUnits': table_rcu, 'WriteCapacityUnits': table_wcu},
                      AttributeDefinitions=[{'AttributeName': '_id', 'AttributeType': 'S'},
                                            {u'AttributeName': u'city', u'AttributeType': u'S'},
                                            {u'AttributeName': u'email', u'AttributeType': u'S'},
                                            {u'AttributeName': u'name', u'AttributeType': u'S'},
                                            {u'AttributeName': u'slug', u'AttributeType': u'S'}],
                      GlobalSecondaryIndexes=[
                          {'IndexName': 'city-index', 'Projection': {'ProjectionType': 'ALL'},
                           'ProvisionedThroughput': {'WriteCapacityUnits': index_wcu,
                                                     'ReadCapacityUnits': index_rcu},
                           'KeySchema': [{'KeyType': 'HASH', 'AttributeName': 'city'}]},
                          {'IndexName': 'name-index', 'Projection': {'ProjectionType': 'ALL'},
                           'ProvisionedThroughput': {'WriteCapacityUnits': index_wcu,
                                                     'ReadCapacityUnits': index_rcu},
                           'KeySchema': [{'KeyType': 'HASH', 'AttributeName': 'name'}]},
                          {'IndexName': 'slug-index', 'Projection': {'ProjectionType': 'ALL'},
                           'ProvisionedThroughput': {'WriteCapacityUnits': index_wcu,
                                                     'ReadCapacityUnits': index_rcu},
                           'KeySchema': [{'KeyType': 'HASH', 'AttributeName': 'slug'}]},
                          {'IndexName': 'email-index', 'Projection': {'ProjectionType': 'ALL'},
                           'ProvisionedThroughput': {'WriteCapacityUnits': index_wcu,
                                                     'ReadCapacityUnits': index_rcu},
                           'KeySchema': [{'KeyType': 'HASH', 'AttributeName': 'email'}]}])